Stefan Harmeling

About Stefan Harmeling

Stefan Harmeling, With an exceptional h-index of 38 and a recent h-index of 26 (since 2020), a distinguished researcher at Heinrich-Heine-Universität Düsseldorf, specializes in the field of Machine Learning, Causality, Deep Learning, Reinforcement Learning, Programming Languages.

His recent articles reflect a diverse array of research interests and contributions to the field:

SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions

AQuA--Combining Experts' and Non-Experts' Views To Assess Deliberation Quality in Online Discussions Using LLMs

De novo prediction of RNA 3D structures with deep generative models

Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations

Automatic Dictionary Generation: Could Brothers Grimm Create a Dictionary with BERT?

Cyclophobic Reinforcement Learning

A survey on self-supervised representation learning

Uncertainty-Aware Contour Proposal Networks for Cell Segmentation in Multi-Modality High-Resolution Microscopy Images

Stefan Harmeling Information

University

Position

Professor at

Citations(all)

13257

Citations(since 2020)

7453

Cited By

9152

hIndex(all)

38

hIndex(since 2020)

26

i10Index(all)

62

i10Index(since 2020)

46

Email

University Profile Page

Google Scholar

Stefan Harmeling Skills & Research Interests

Machine Learning

Causality

Deep Learning

Reinforcement Learning

Programming Languages

Top articles of Stefan Harmeling

SQBC: Active Learning using LLM-Generated Synthetic Data for Stance Detection in Online Political Discussions

arXiv preprint arXiv:2404.08078

2024/4/11

AQuA--Combining Experts' and Non-Experts' Views To Assess Deliberation Quality in Online Discussions Using LLMs

arXiv preprint arXiv:2404.02761

2024/4/3

De novo prediction of RNA 3D structures with deep generative models

Plos one

2024/2/15

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Markus Kollmann
Markus Kollmann

H-Index: 11

Just Cluster It: An Approach for Exploration in High-Dimensions using Clustering and Pre-Trained Representations

arXiv preprint arXiv:2402.03138

2024/2/5

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Automatic Dictionary Generation: Could Brothers Grimm Create a Dictionary with BERT?

2023/9

Maike Behrendt
Maike Behrendt

H-Index: 1

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Cyclophobic Reinforcement Learning

arXiv preprint arXiv:2308.15911

2023/8/30

Stefan Harmeling
Stefan Harmeling

H-Index: 26

A survey on self-supervised representation learning

2023/8/22

Uncertainty-Aware Contour Proposal Networks for Cell Segmentation in Multi-Modality High-Resolution Microscopy Images

2023/6/4

Stefan Harmeling
Stefan Harmeling

H-Index: 26

MR-kompatible Spirometrie in Kombination mit Echtzeit-MR während freier Atmung in der kardialen Bildgebung–weit mehr als nur eine Möglichkeit zur Bildstabilisierung

RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

2023/4

Vergleich der kardialen Volumetrie mittels Echtzeit-MRT bei freier Atmung mit konventioneller kardialer MRT mit Atemanhalten in pädiatrischen Patienten

RöFo-Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren

2023/4

Transformer-based world models are happy with 100k interactions

2023/3/13

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Time-myopic go-explore: Learning a state representation for the go-explore paradigm

arXiv preprint arXiv:2301.05635

2023/1/13

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Learning Conditional Generative Models for Phase Retrieval

Journal of Machine Learning Research

2023

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Backward Learning for Goal-Conditioned Policies

arXiv preprint arXiv:2312.05044

2023/12/8

Stefan Harmeling
Stefan Harmeling

H-Index: 26

How algorithmically curated online environments influence users’ political polarization: Results from two experiments with panel data

Computers in Human Behavior Reports

2023/12/1

Smaller world models for reinforcement learning

Neural Processing Letters

2023/12

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Limited-angle tomography reconstruction via deep end-to-end learning on synthetic data

arXiv preprint arXiv:2309.06948

2023/9/13

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Blindly Deconvolving Super-noisy Blurry Image Sequences

arXiv preprint arXiv:2210.00252

2022/10/1

Leonid Kostrykin
Leonid Kostrykin

H-Index: 2

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Learning causal graphs in manufacturing domains using structural equation models

2022/9/19

Stefan Harmeling
Stefan Harmeling

H-Index: 26

Markus Pauly
Markus Pauly

H-Index: 18

Comparison of cardiac volumetry using real-time MRI during free-breathing with standard cine MRI during breath-hold in children

Pediatric Radiology

2022/7

Tobias Uelwer
Tobias Uelwer

H-Index: 3

Stefan Harmeling
Stefan Harmeling

H-Index: 26

See List of Professors in Stefan Harmeling University(Heinrich-Heine-Universität Düsseldorf)

Co-Authors

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